Personal information

Verified email addresses

Verified email domains

Italy

Activities

Employment (1)

University of Bologna: Bologna, IT

2013-01-01 to present | Post Doc (ARCES)
Employment
Source: Self-asserted source
Mauro Mangia

Education and qualifications (1)

Università degli Studi di Bologna: Bologna, Emilia-Romagna, IT

2010-01-01 to 2013-05-17 | PhD (ARCES: Advanced Research Center on Electronic Systems "Ercole De Castro")
Education
Source: Self-asserted source
Mauro Mangia

Works (50 of 73)

Items per page:
Page 1 of 2

A Multiply-And-Max/Min Neuron Paradigm for Aggressively Prunable Deep Neural Networks

IEEE Transactions on Neural Networks and Learning Systems
2025 | Journal article
Contributors: Luciano Prono; Philippe Bich; Chiara Boretti; Mauro Mangia; Fabio Pareschi; Riccardo Rovatti; Gianluca Setti
Source: check_circle
Crossref

Incremental Undersampling MRI Acquisition With Neural Self Assessment

Signal Processing
2025-03 | Journal article
Contributors: Filippo Martinini; Mauro Mangia; Alex Marchioni; Gianluca Setti; Riccardo Rovatti
Source: check_circle
Crossref

A General Framework for the Assessment of Detectors of Anomalies in Time Series

IEEE Transactions on Industrial Informatics
2024 | Journal article
Contributors: Andriy Enttsel; Silvia Onofri; Alex Marchioni; Mauro Mangia; Gianluca Setti; Riccardo Rovatti
Source: check_circle
Crossref

A Multiply-And-Max/min Neuron Paradigm for Aggressively Prunable Deep Neural Networks

2024-02-13 | Preprint
Contributors: Luciano Prono; Philippe Bich; Chiara Boretti; Mauro Mangia; Fabio Pareschi; Riccardo Rovatti; Gianluca Setti
Source: check_circle
Crossref

Anomaly Detection Based on Compressed Data: An Information Theoretic Characterization

IEEE Transactions on Systems, Man, and Cybernetics: Systems
2024-01 | Journal article
Contributors: Alex Marchioni; Andriy Enttsel; Mauro Mangia; Riccardo Rovatti; Gianluca Setti
Source: check_circle
Crossref

Streaming Algorithms for Subspace Analysis: Comparative Review and Implementation on IoT Devices

IEEE Internet of Things Journal
2023 | Journal article
Contributors: Alex Marchioni; Luciano Prono; Mauro Mangia; Fabio Pareschi; Riccardo Rovatti; Gianluca Setti
Source: check_circle
Crossref

min Neuron Paradigm for Aggressively Prunable Deep Neural Networks

2023-10-30 | Preprint
Contributors: Luciano Prono; Philippe Bich; Mauro Mangia; Fabio Pareschi; Riccardo Rovatti; Gianluca Setti
Source: check_circle
Crossref

Combined HW/SW Drift and Variability Mitigation for PCM-Based Analog In-Memory Computing for Neural Network Applications

IEEE Journal on Emerging and Selected Topics in Circuits and Systems
2023-03 | Journal article
Contributors: Alessio Antolini; Carmine Paolino; Francesco Zavalloni; Andrea Lico; Eleonora Franchi Scarselli; Mauro Mangia; Fabio Pareschi; Gianluca Setti; Riccardo Rovatti; Mattia Luigi Torres et al.
Source: check_circle
Crossref

Decoding Algorithms and HW Strategies to Mitigate Uncertainties in a PCM-Based Analog Encoder for Compressed Sensing

Journal of Low Power Electronics and Applications
2023-02-13 | Journal article
Contributors: Carmine Paolino; Alessio Antolini; Francesco Zavalloni; Andrea Lico; Eleonora Franchi Scarselli; Mauro Mangia; Alex Marchioni; Fabio Pareschi; Gianluca Setti; Riccardo Rovatti et al.
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Deep Learning Method for Optimal Undersampling Patterns and Image Recovery for MRI Exploiting Losses and Projections

IEEE Journal of Selected Topics in Signal Processing
2022-06 | Journal article
Contributors: Filippo Martinini; Mauro Mangia; Alex Marchioni; Riccardo Rovatti; Gianluca Setti
Source: check_circle
Crossref

Model-Assisted Compressed Sensing for Vibration-Based Structural Health Monitoring

IEEE Transactions on Industrial Informatics
2021-11 | Journal article
Contributors: Federica Zonzini; Matteo Zauli; Mauro Mangia; Nicola Testoni; Luca De Marchi
Source: check_circle
Crossref

Embedded Streaming Principal Components Analysis for Network Load Reduction in Structural Health Monitoring

IEEE Internet of Things Journal
2021-03-15 | Journal article
Contributors: Alessio Burrello; Alex Marchioni; Davide Brunelli; Simone Benatti; Mauro Mangia; Luca Benini
Source: check_circle
Crossref

Deep Neural Oracle With Support Identification in the Compressed Domain

IEEE Journal on Emerging and Selected Topics in Circuits and Systems
2020-12 | Journal article
Contributors: Luciano Prono; Mauro Mangia; Alex Marchioni; Fabio Pareschi; Riccardo Rovatti; Gianluca Setti
Source: check_circle
Crossref

Subspace Energy Monitoring for Anomaly Detection @Sensor or @Edge

IEEE Internet of Things Journal
2020-08 | Journal article
Contributors: Alex Marchioni; Mauro Mangia; Fabio Pareschi; Riccardo Rovatti; Gianluca Setti
Source: check_circle
Crossref

Geometric constraints in sensing matrix design for compressed sensing

Signal Processing
2020-06 | Journal article
Contributors: C.H. Pimentel-Romero; M. Mangia; F. Pareschi; R. Rovatti; G. Setti
Source: check_circle
Crossref

Class-E Isolated DC–DC Converter With High-Rate and Cost-Effective Bidirectional Data Channel

IEEE Transactions on Power Electronics
2020-05 | Journal article
Contributors: Fabio Pareschi; Nicola Bertoni; Mauro Mangia; Roberto G. Massolini; Giovanni Frattini; Riccardo Rovatti; Gianluca Setti
Source: check_circle
Crossref

A High-level Implementation Framework for Non-Recurrent Artificial Neural Networks on FPGA

PRIME 2019 - 15th Conference on Ph.D. Research in Microelectronics and Electronics, Proceedings
2019 | Conference paper
EID:

2-s2.0-85071293102

Contributors: Prono, L.; Marchioni, A.; Mangia, M.; Pareschi, F.; Rovatti, R.; Setti, G.
Source: Self-asserted source
Mauro Mangia via Scopus - Elsevier

A Practical Architecture for SAR-based ADCs with Embedded Compressed Sensing Capabilities

PRIME 2019 - 15th Conference on Ph.D. Research in Microelectronics and Electronics, Proceedings
2019 | Conference paper
EID:

2-s2.0-85071342260

Contributors: Paolino, C.; Pareschi, F.; Mangia, M.; Rovatti, R.; Setti, G.
Source: Self-asserted source
Mauro Mangia via Scopus - Elsevier

A Unified Design Theory for Class-E Resonant DC–DC Converter Topologies

IEEE Access
2019 | Journal article
Contributors: Fabio Pareschi; Nicola Bertoni; Mauro Mangia; Riccardo Rovatti; Gianluca Setti
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

An energy-efficient multi-sensor compressed sensing system employing time-mode signal processing techniques

Proceedings - IEEE International Symposium on Circuits and Systems
2019 | Conference paper
EID:

2-s2.0-85066811007

Contributors: Akgun, O.C.; Mangia, M.; Pareschi, F.; Rovatti, R.; Setti, G.; Serdijn, W.A.
Source: Self-asserted source
Mauro Mangia via Scopus - Elsevier

Chained Compressed Sensing for Iot Node Security

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
2019 | Conference paper
EID:

2-s2.0-85068982389

Contributors: Mangia, M.; Marchioni, A.; Pareschi, F.; Rovatti, R.; Setti, G.
Source: Self-asserted source
Mauro Mangia via Scopus - Elsevier

Rakeness-based compressed sensing of atrial electrograms for the diagnosis of atrial fibrillation

Proceedings - IEEE International Symposium on Circuits and Systems
2019 | Conference paper
EID:

2-s2.0-85066781889

Contributors: Rout, S.; Mangia, M.; Pareschi, F.; Setti, G.; Rovatti, R.; Serdijn, W.A.
Source: Self-asserted source
Mauro Mangia via Scopus - Elsevier

Tuning a resonant DC/DC converter on the second harmonic for improving performance: A case study

Proceedings - IEEE International Symposium on Circuits and Systems
2019 | Conference paper
EID:

2-s2.0-85066791599

Contributors: Pareschi, F.; Blecic, R.; Mangia, M.; Baric, A.; Rovatti, R.; Setti, G.
Source: Self-asserted source
Mauro Mangia via Scopus - Elsevier

Chained Compressed Sensing: A Blockchain-Inspired Approach for Low-Cost Security in IoT Sensing

IEEE Internet of Things Journal
2019-08 | Journal article
Contributors: Mauro Mangia; Alex Marchioni; Fabio Pareschi; Riccardo Rovatti; Gianluca Setti
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Disturbance Rejection with Rakeness-based Compressed Sensing: Method and Application to Baseline/Powerline Mitigation in ECGs

Proceedings - IEEE International Symposium on Circuits and Systems
2018 | Conference paper
EID:

2-s2.0-85057086324

Contributors: Marchioni, A.; Mangia, M.; Pareschi, F.; Rovatti, R.; Setti, G.
Source: Self-asserted source
Mauro Mangia via Scopus - Elsevier

Projected-gradient-descent in rakeness-based compressed sensing with disturbance rejection

2018 New Generation of CAS, NGCAS 2018
2018 | Conference paper
EID:

2-s2.0-85060203124

Contributors: Mangia, M.; Magenta, L.; Marchioni, A.; Pareschi, F.; Rovatti, R.; Setti, G.
Source: Self-asserted source
Mauro Mangia via Scopus - Elsevier

Rakeness-based Compressed Sensing of Surface ElectroMyoGraphy for Improved Hand Movement Recognition in the Compressed Domain

2018 IEEE Biomedical Circuits and Systems Conference, BioCAS 2018 - Proceedings
2018 | Conference paper
EID:

2-s2.0-85060865479

Contributors: Marchioni, A.; Mangia, M.; Pareschil, F.; Rovatti, R.; Setti, G.
Source: Self-asserted source
Mauro Mangia via Scopus - Elsevier

Resource Redistribution in Internet of Things applications by Compressed Sensing: A Survey

Proceedings - IEEE International Symposium on Circuits and Systems
2018 | Conference paper
EID:

2-s2.0-85057080553

Contributors: Marchioni, A.; Pimentel-Romero, C.H.; Pareschi, F.; Mangia, M.; Rovatti, R.; Setti, G.
Source: Self-asserted source
Mauro Mangia via Scopus - Elsevier

Administering Quality-Energy Trade-Off in IoT Sensing Applications by Means of Adapted Compressed Sensing

IEEE Journal on Emerging and Selected Topics in Circuits and Systems
2018-12 | Journal article
Contributors: Mauro Mangia; Alex Marchioni; Fabio Pareschi; Riccardo Rovatti; Gianluca Setti
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Energy-Aware Bio-Signal Compressed Sensing Reconstruction on the WBSN-Gateway

IEEE Transactions on Emerging Topics in Computing
2018-07-01 | Journal article
Contributors: Daniele Bortolotti; Mauro Mangia; Andrea Bartolini; Riccardo Rovatti; Gianluca Setti; Luca Benini
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Rakeness-Based Compressed Sensing and Hub Spreading to Administer Short/Long-Range Communication Tradeoff in IoT Settings

IEEE Internet of Things Journal
2018-06 | Journal article
Contributors: Mauro Mangia; Fabio Pareschi; Riccardo Rovatti; Gianluca Setti
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Rakeness-Based Compressed Sensing of Multiple-Graph Signals for IoT Applications

IEEE Transactions on Circuits and Systems II: Express Briefs
2018-05 | Journal article
Contributors: Mauro Mangia; Fabio Pareschi; Rohan Varma; Riccardo Rovatti; Jelena Kovacevic; Gianluca Setti
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Adaptive Matrix Design for Boosting Compressed Sensing

IEEE Transactions on Circuits and Systems I: Regular Papers
2018-03 | Journal article
Contributors: Mauro Mangia; Fabio Pareschi; Riccardo Rovatti; Gianluca Setti
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Low-Cost Security of IoT Sensor Nodes With Rakeness-Based Compressed Sensing: Statistical and Known-Plaintext Attacks

IEEE Transactions on Information Forensics and Security
2018-02 | Journal article
Contributors: Mauro Mangia; Fabio Pareschi; Riccardo Rovatti; Gianluca Setti
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Adapted compressed sensing for effective hardware implementations: A design flow for signal-level optimization of compressed sensing stages

Adapted Compressed Sensing for Effective Hardware Implementations: A Design Flow for Signal-Level Optimization of Compressed Sensing Stages
2017 | Book
EID:

2-s2.0-85050781012

Contributors: Mangia, M.; Pareschi, F.; Cambareri, V.; Rovatti, R.; Setti, G.
Source: Self-asserted source
Mauro Mangia via Scopus - Elsevier

Countering the false myth of democracy: Boosting compressed sensing performance with maximum-energy approach

Proceedings - IEEE International Symposium on Circuits and Systems
2017 | Conference paper
EID:

2-s2.0-85032653549

Contributors: Mangia, M.; Pareschi, F.; Rovatti, R.; Setti, G.
Source: Self-asserted source
Mauro Mangia via Scopus - Elsevier

Energy Analysis of Decoders for Rakeness-Based Compressed Sensing of ECG Signals

IEEE Transactions on Biomedical Circuits and Systems
2017 | Journal article
EID:

2-s2.0-85030318470

Contributors: Pareschi, F.; Mangia, M.; Bortolotti, D.; Bartolini, A.; Benini, L.; Rovatti, R.; Setti, G.
Source: Self-asserted source
Mauro Mangia via Scopus - Elsevier

Low-complexity greedy algorithm in compressed sensing for the adapted decoding of ECGs

2017 IEEE Biomedical Circuits and Systems Conference, BioCAS 2017 - Proceedings
2017 | Conference paper
EID:

2-s2.0-85050104566

Contributors: Marchioni, A.; Mangia, M.; Pareschi, F.; Rovatti, R.; Setti, G.
Source: Self-asserted source
Mauro Mangia via Scopus - Elsevier

Rakeness-Based Design of Low-Complexity Compressed Sensing

IEEE Transactions on Circuits and Systems I: Regular Papers
2017 | Journal article
Contributors: Mauro Mangia; Fabio Pareschi; Valerio Cambareri; Riccardo Rovatti; Gianluca Setti
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Sparse sensing matrix based compressed sensing in low-power ECG sensor nodes

2017 IEEE Biomedical Circuits and Systems Conference, BioCAS 2017 - Proceedings
2017 | Conference paper
EID:

2-s2.0-85050023719

Contributors: Marchioni, A.; Mangia, M.; Pareschi, F.; Rovatti, R.; Setti, G.
Source: Self-asserted source
Mauro Mangia via Scopus - Elsevier

Zeroing for HW-efficient compressed sensing architectures targeting data compression in wireless sensor networks

Microprocessors and Microsystems
2017 | Journal article
EID:

2-s2.0-85007347304

Contributors: Mangia, M.; Bortolotti, D.; Pareschi, F.; Bartolini, A.; Benini, L.; Rovatti, R.; Setti, G.
Source: Self-asserted source
Mauro Mangia via Scopus - Elsevier

Application of compressed sensing to ECG signals: Decoder-side benefits of the rakeness approach

Proceedings - 2016 IEEE Biomedical Circuits and Systems Conference, BioCAS 2016
2016 | Conference paper
EID:

2-s2.0-85014207920

Contributors: Mangia, M.; Bortolotti, D.; Bartolini, A.; Pareschi, F.; Benini, L.; Rovatti, R.; Setti, G.
Source: Self-asserted source
Mauro Mangia via Scopus - Elsevier

Hardware-Algorithms Co-Design and Implementation of an Analog-to-Information Converter for Biosignals Based on Compressed Sensing

IEEE Transactions on Biomedical Circuits and Systems
2016 | Journal article
EID:

2-s2.0-84939147015

Contributors: Pareschi, F.; Albertini, P.; Frattini, G.; Mangia, M.; Rovatti, R.; Setti, G.
Source: Self-asserted source
Mauro Mangia via Scopus - Elsevier

Implicit notch filtering in compressed sensing by spectral shaping of sensing matrix

Proceedings - IEEE International Symposium on Circuits and Systems
2016 | Conference paper
EID:

2-s2.0-84983406826

Contributors: Mangia, M.; Pareschi, F.; Rovatti, R.; Setti, G.
Source: Self-asserted source
Mauro Mangia via Scopus - Elsevier

Low cost mobile EEG for characterization of cortical auditory responses

Proceedings - IEEE International Symposium on Circuits and Systems
2016 | Conference paper
EID:

2-s2.0-84983394216

Contributors: Senevirathna, B.; Berman, L.; Bertoni, N.; Pareschi, F.; Mangia, M.; Rovatti, R.; Setti, G.; Simon, J.; Abshire, P.
Source: Self-asserted source
Mauro Mangia via Scopus - Elsevier

Low-power EEG monitor based on compressed sensing with compressed domain noise rejection

Proceedings - IEEE International Symposium on Circuits and Systems
2016 | Conference paper
EID:

2-s2.0-84983400316

Contributors: Bertoni, N.; Senevirathna, B.; Pareschi, F.; Mangia, M.; Rovatti, R.; Abshire, P.; Simon, J.Z.; Setti, G.
Source: Self-asserted source
Mauro Mangia via Scopus - Elsevier

Rakeness and beyond in zero-complexity digital compressed sensing: A down-to-bits case study

Proceedings - 2016 IEEE Biomedical Circuits and Systems Conference, BioCAS 2016
2016 | Conference paper
EID:

2-s2.0-85014295967

Contributors: Mangia, M.; Pareschi, F.; Rovatti, R.; Setti, G.
Source: Self-asserted source
Mauro Mangia via Scopus - Elsevier

Security analysis of rakeness-based compressed sensing

Proceedings - IEEE International Symposium on Circuits and Systems
2016 | Conference paper
EID:

2-s2.0-84983375995

Contributors: Mangia, M.; Pareschi, F.; Rovatti, R.; Setti, G.
Source: Self-asserted source
Mauro Mangia via Scopus - Elsevier

A case study in low-complexity ECG signal encoding: How compressing is compressed sensing?

IEEE Signal Processing Letters
2015 | Journal article
EID:

2-s2.0-84929379307

Contributors: Cambareri, V.; Mangia, M.; Pareschi, F.; Rovatti, R.; Setti, G.
Source: Self-asserted source
Mauro Mangia via Scopus - Elsevier

An ultra-low power dual-mode ECG monitor for healthcare and wellness

Proceedings -Design, Automation and Test in Europe, DATE
2015 | Conference paper
EID:

2-s2.0-84945912095

Contributors: Bortolotti, D.; Mangia, M.; Bartolini, A.; Rovatti, R.; Setti, G.; Benini, L.
Source: Self-asserted source
Mauro Mangia via Scopus - Elsevier
Items per page:
Page 1 of 2